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Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases
| Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases |
| Autore | Cai Yudong |
| Pubbl/distr/stampa | Frontiers Media SA, 2020 |
| Descrizione fisica | 1 electronic resource (234 p.) |
| Soggetto topico |
Science: general issues
Medical genetics |
| Soggetto non controllato |
artificial intelligence
NGS - next generation sequencing non-invasive prenatal testing (NIPT) WGS - whole-genome sequencing WES - whole-exome sequencing |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557226103321 |
Cai Yudong
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| Frontiers Media SA, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications [[electronic resource] ] : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
| Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications [[electronic resource] ] : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xxiv, 701 pages) |
| Disciplina | 004 |
| Collana | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Soggetto topico |
Computer communication systems
Data encryption (Computer science) Computers E-commerce Computer Communication Networks Cryptology Computing Milieux e-Commerce/e-business Information Systems and Communication Service |
| ISBN | 3-030-48513-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the Smart Grid System. |
| Record Nr. | UNISA-996465443803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang
| Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 / / edited by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xxiv, 701 pages) |
| Disciplina |
004
004.6 |
| Collana | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Soggetto topico |
Computer communication systems
Data encryption (Computer science) Computers E-commerce Computer Communication Networks Cryptology Computing Milieux e-Commerce/e-business Information Systems and Communication Service |
| ISBN | 3-030-48513-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the Smart Grid System. |
| Record Nr. | UNINA-9910410042803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine
| Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine |
| Autore | Zeng Tao |
| Pubbl/distr/stampa | Frontiers Media SA, 2020 |
| Descrizione fisica | 1 electronic resource (393 p.) |
| Soggetto topico |
Science: general issues
Medical genetics |
| Soggetto non controllato |
machine learning
dynamic OMICS data precision medicine integration |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557699503321 |
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Zeng Tao
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| Frontiers Media SA, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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